InsEdit: Towards Instruction-based Visual Editing via Data-Efficient Video Diffusion Models Adaptation. - Zhefan Rao; Bin Zou; Haoxuan Che; Xuanhua He; Chong Hou Choi; Yanheng Li; Rui Liu; Qifeng Chen 001 (CoRR, 2026)